Directory

Compare Agents

Start Over4/5 selected
NotebookLM67
OpenAI Codex CLI70
GitHub Copilot70
Runway ML67
Market67
Trust19
Trend60
Votes98%
1,900
Watch
4,200
Votes
360.0k
Views
Market70
Trust24
Trend68
Votes98%
2,900
Watch
6,200
Votes
540.0k
Views
Market70
Trust29
Trend100
Votes97%
7,100
Watch
14,200
Votes
1900.0k
Views
Market67
Trust19
Trend58
Votes97%
1,400
Watch
3,000
Votes
330.0k
Views

Side-by-Side Comparison

FeatureNotebookLMOpenAI Codex CLIGitHub CopilotRunway ML
Verification
Reviewed
Reviewed
Reviewed
Reviewed
Pricingfreemiumusage basedpaidfreemium
Deploymentweb appapibrowser extensionweb app
Review LevelReviewedReviewedReviewedReviewed
Ownershipunclaimedunclaimedunclaimedunclaimed
Market Score67707067
Trust Score19242919
Trend Score606810058
Watchers1,9002,9007,1001,400
Page Views3600015400001900001330000
Upvotes4,2006,20014,2003,000
CountryUSUSUSUS
Founded2,0232,0252,0212,018
Agent Typeassistantagentcopilotagent
Model Stack
gemini-2.5-pro
gemini-2.5-flash
gpt-5
gpt-5-codex
o3
gpt-5
claude-sonnet-4.6
gemini-2.5-pro
gen-4
gen-4-turbo
Docs
Open Source
Demo
Websitenotebooklm.google.comopenai.comgithub.comrunwayml.com

Score Factor Breakdown

Factor (weight)NotebookLMOpenAI Codex CLIGitHub CopilotRunway ML
Trust Score (25%)
19%
24%
29%
19%
Watchers (20%)
100%
100%
100%
100%
Net Votes (20%)
100%
100%
100%
100%
Page Views (15%)
100%
100%
100%
100%
Verification (10%)
13%
13%
25%
13%
Completeness (10%)
55%
80%
55%
55%